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Subspace Learning of Neural Networks (Paperback): Jian Cheng Lv, Zhang Yi, Jiliu Zhou Subspace Learning of Neural Networks (Paperback)
Jian Cheng Lv, Zhang Yi, Jiliu Zhou
R1,563 Discovery Miles 15 630 Ships in 12 - 17 working days

Using real-life examples to illustrate the performance of learning algorithms and instructing readers how to apply them to practical applications, this work offers a comprehensive treatment of subspace learning algorithms for neural networks. The authors summarize a decade of high quality research offering a host of practical applications. They demonstrate ways to extend the use of algorithms to fields such as encryption communication, data mining, computer vision, and signal and image processing to name just a few. The brilliance of the work lies with how it coherently builds a theoretical understanding of the convergence behavior of subspace learning algorithms through a summary of chaotic behaviors.

Subspace Learning of Neural Networks (Hardcover, New): Jian Cheng Lv, Zhang Yi, Jiliu Zhou Subspace Learning of Neural Networks (Hardcover, New)
Jian Cheng Lv, Zhang Yi, Jiliu Zhou
R4,879 R3,988 Discovery Miles 39 880 Save R891 (18%) Ships in 12 - 17 working days

Using real-life examples to illustrate the performance of learning algorithms and instructing readers how to apply them to practical applications, this work offers a comprehensive treatment of subspace learning algorithms for neural networks. The authors summarize a decade of high quality research offering a host of practical applications. They demonstrate ways to extend the use of algorithms to fields such as encryption communication, data mining, computer vision, and signal and image processing to name just a few. The brilliance of the work lies with how it coherently builds a theoretical understanding of the convergence behavior of subspace learning algorithms through a summary of chaotic behaviors.

Convergence Analysis of Recurrent Neural Networks (Paperback, Softcover reprint of the original 1st ed. 2004): Zhang Yi Convergence Analysis of Recurrent Neural Networks (Paperback, Softcover reprint of the original 1st ed. 2004)
Zhang Yi
R2,945 Discovery Miles 29 450 Ships in 10 - 15 working days

Since the outstanding and pioneering research work of Hopfield on recurrent neural networks (RNNs) in the early 80s of the last century, neural networks have rekindled strong interests in scientists and researchers. Recent years have recorded a remarkable advance in research and development work on RNNs, both in theoretical research as weIl as actual applications. The field of RNNs is now transforming into a complete and independent subject. From theory to application, from software to hardware, new and exciting results are emerging day after day, reflecting the keen interest RNNs have instilled in everyone, from researchers to practitioners. RNNs contain feedback connections among the neurons, a phenomenon which has led rather naturally to RNNs being regarded as dynamical systems. RNNs can be described by continuous time differential systems, discrete time systems, or functional differential systems, and more generally, in terms of non linear systems. Thus, RNNs have to their disposal, a huge set of mathematical tools relating to dynamical system theory which has tumed out to be very useful in enabling a rigorous analysis of RNNs."

Neural Networks: Computational Models and Applications (Paperback, Softcover reprint of hardcover 1st ed. 2007): Huajin Tang,... Neural Networks: Computational Models and Applications (Paperback, Softcover reprint of hardcover 1st ed. 2007)
Huajin Tang, Kay Chen Tan, Zhang Yi
R4,494 Discovery Miles 44 940 Ships in 10 - 15 working days

Neural Networks: Computational Models and Applications presents important theoretical and practical issues in neural networks, including the learning algorithms of feed-forward neural networks, various dynamical properties of recurrent neural networks, winner-take-all networks and their applications in broad manifolds of computational intelligence: pattern recognition, uniform approximation, constrained optimization, NP-hard problems, and image segmentation. The book offers a compact, insightful understanding of the broad and rapidly growing neural networks domain.

Neural Networks: Computational Models and Applications (Hardcover, 2007 ed.): Huajin Tang, Kay Chen Tan, Zhang Yi Neural Networks: Computational Models and Applications (Hardcover, 2007 ed.)
Huajin Tang, Kay Chen Tan, Zhang Yi
R4,527 Discovery Miles 45 270 Ships in 10 - 15 working days

Neural Networks: Computational Models and Applications presents important theoretical and practical issues in neural networks, including the learning algorithms of feed-forward neural networks, various dynamical properties of recurrent neural networks, winner-take-all networks and their applications in broad manifolds of computational intelligence: pattern recognition, uniform approximation, constrained optimization, NP-hard problems, and image segmentation. The book offers a compact, insightful understanding of the broad and rapidly growing neural networks domain.

Advances in Neural Networks - ISNN 2005 - Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1,... Advances in Neural Networks - ISNN 2005 - Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part II (Paperback, 2005 ed.)
Jun Wang, Xiaofeng Liao, Zhang Yi
R3,175 Discovery Miles 31 750 Ships in 10 - 15 working days

This book and its sister volumes constitute the proceedings of the 2nd International Symposium on Neural Networks (ISNN 2005). ISNN 2005 was held in the beautiful mountain city Chongqing by the upper Yangtze River in southwestern China during May 30-June 1, 2005, as a sequel of ISNN 2004 successfully held in Dalian, China. ISNN emerged as a leading conference on neural computation in the region with - creasing global recognition and impact. ISNN 2005 received 1425 submissions from authors on ?ve continents (Asia, Europe, North America, South America, and Oc- nia), 33 countries and regions (Mainland China, Hong Kong, Macao, Taiwan, South Korea, Japan, Singapore, Thailand, India, Nepal, Iran, Qatar, United Arab Emirates, Turkey, Lithuania, Hungary, Poland, Austria, Switzerland, Germany, France, Sweden, Norway, Spain, Portugal, UK, USA, Canada, Venezuela, Brazil, Chile, Australia, and New Zealand). Based on rigorous reviews, 483 high-quality papers were selected by the Program Committee for presentation at ISNN 2005 and publication in the proce- ings, with an acceptance rate of less than 34%. In addition to the numerous contributed papers, 10 distinguished scholars were invited to give plenary speeches and tutorials at ISNN 2005.

Advances in Neural Networks - ISNN 2005 - Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1,... Advances in Neural Networks - ISNN 2005 - Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part III (Paperback, 2005 ed.)
Jun Wang, Xiaofeng Liao, Zhang Yi
R3,216 Discovery Miles 32 160 Ships in 10 - 15 working days

The three volume set LNCS 3496/3497/3498 constitutes the refereed proceedings of the Second International Symposium on Neural Networks, ISNN 2005, held in Chongqing, China in May/June 2005.

The 483 revised papers presented were carefully reviewed and selected from 1.425 submissions. The papers are organized in topical sections on theoretical analysis, model design, learning methods, optimization methods, kernel methods, component analysis, pattern analysis, systems modeling, signal processing, image processing, financial analysis, control systems, robotic systems, telecommunication networks, incidence detection, fault diagnosis, power systems, biomedical applications, industrial applications, and other applications.

Advances in Neural Networks - ISNN 2005 - Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1,... Advances in Neural Networks - ISNN 2005 - Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part I (Paperback, 2005 ed.)
Jun Wang, Xiaofeng Liao, Zhang Yi
R3,209 Discovery Miles 32 090 Ships in 10 - 15 working days

The three volume set LNCS 3496/3497/3498 constitutes the refereed proceedings of the Second International Symposium on Neural Networks, ISNN 2005, held in Chongqing, China in May/June 2005.

The 483 revised papers presented were carefully reviewed and selected from 1.425 submissions. The papers are organized in topical sections on theoretical analysis, model design, learning methods, optimization methods, kernel methods, component analysis, pattern analysis, systems modeling, signal processing, image processing, financial analysis, control systems, robotic systems, telecommunication networks, incidence detection, fault diagnosis, power systems, biomedical applications, industrial applications, and other applications.

Convergence Analysis of Recurrent Neural Networks (Hardcover, 2004 ed.): Zhang Yi Convergence Analysis of Recurrent Neural Networks (Hardcover, 2004 ed.)
Zhang Yi
R2,978 Discovery Miles 29 780 Ships in 10 - 15 working days

Since the outstanding and pioneering research work of Hopfield on recurrent neural networks (RNNs) in the early 80s of the last century, neural networks have rekindled strong interests in scientists and researchers. Recent years have recorded a remarkable advance in research and development work on RNNs, both in theoretical research as weIl as actual applications. The field of RNNs is now transforming into a complete and independent subject. From theory to application, from software to hardware, new and exciting results are emerging day after day, reflecting the keen interest RNNs have instilled in everyone, from researchers to practitioners. RNNs contain feedback connections among the neurons, a phenomenon which has led rather naturally to RNNs being regarded as dynamical systems. RNNs can be described by continuous time differential systems, discrete time systems, or functional differential systems, and more generally, in terms of non linear systems. Thus, RNNs have to their disposal, a huge set of mathematical tools relating to dynamical system theory which has tumed out to be very useful in enabling a rigorous analysis of RNNs."

Social and Economic Transitions in China and India - Welfare and Policy Changes (Hardcover, 1st ed. 2022): Keerty Nakray, Zhang... Social and Economic Transitions in China and India - Welfare and Policy Changes (Hardcover, 1st ed. 2022)
Keerty Nakray, Zhang Yi, John Clammer, Wenjuan Zhang
R4,760 Discovery Miles 47 600 Ships in 10 - 15 working days

This book conducts a comparative analysis of social and economic changes in the welfare state transformations in China and India, at national and sub-national levels. Discussions are made based on impacts from the social and economic changes in the last century and the fourth industrial revolution on welfare state transformations in China and India, the world's two largest countries in terms of population and density. First-hand empirical work is conducted by a group of scholars from India and China, which draws on inter-disciplinary and cross-cultural academic traditions to deepen social, cultural and legal understanding between the two countries. This book would appeal to undergraduate and graduate students in comparative sociology, political science, law and comparative welfare studies as well as researchers in these fields, as well as researchers in policy think-tanks and research institutes and officials in government and non-governmental organizations.

Information Retrieval Technology - 12th Asia Information Retrieval Societies Conference, AIRS 2016, Beijing, China, November 30... Information Retrieval Technology - 12th Asia Information Retrieval Societies Conference, AIRS 2016, Beijing, China, November 30 - December 2, 2016, Proceedings (Paperback, 1st ed. 2016)
Shaoping Ma, Ji-Rong Wen, Yiqun Liu, Zhicheng Dou, Min Zhang, …
R2,703 Discovery Miles 27 030 Ships in 10 - 15 working days

This book constitutes the refereed proceedings of the 12th Information Retrieval Societies Conference, AIRS 2016, held in Beijing, China, in November/December 2016. The 21 full papers presented together with 11 short papers were carefully reviewed and selected from 57 submissions. The final programme of AIRS 2015 is divided in the following tracks: IR models and theories; machine learning and data mining for IR; IR applications and user modeling; personalization and recommendation; and IR evaluation.

Advances in Multimedia Modeling - 16th International Multimedia Modeling Conference, MMM 2010, Chongqing, China, January 6-8,... Advances in Multimedia Modeling - 16th International Multimedia Modeling Conference, MMM 2010, Chongqing, China, January 6-8, 2010. Proceedings (Paperback, Edition.)
Susanne Boll, Qi Tian, Lei Zhang, Zili Zhang, Yi-Ping Phoebe Chen
R3,125 Discovery Miles 31 250 Ships in 10 - 15 working days

The 16th international conference on Multimedia Modeling (MMM2010) was held in the famous mountain city Chongqing, China, January 6-8, 2010, and hosted by Southwest University. MMM is a leading international conference for researchersand industry practitioners to share their new ideas, original research results and practicaldevelopment experiences from all multimedia related areas. MMM2010attractedmorethan160regular, specialsession, anddemosession submissions from 21 countries/regions around the world. All submitted papers were reviewed by at least two PC members or external reviewers, and most of them were reviewed by three reviewers. The review process was very selective. From the total of 133 submissions to the main track, 43 (32. 3%) were accepted as regular papers, 22 (16. 5%) as short papers. In all, 15 papers were received for three special sessions, which is by invitation only, and 14 submissions were received for a demo session, with 9 being selected. Authors of accepted papers come from 16 countries/regions. This volume of the proceedings contains the abstracts of three invited talks and all the regular, short, special session and demo papers. The regular papers were categorized into nine sections: 3D mod- ing;advancedvideocodingandadaptation;face, gestureandapplications;image processing;imageretrieval;learningsemanticconcepts;mediaanalysisandm- eling; semantic video concepts; and tracking and motion analysis. Three special sessions were video analysis and event recognition, cross-X multimedia mining in large scale, and mobile computing and applications. The technical programfeatured three invited talks, paralleloral presentation of all the accepted regular and special session papers, and poster sessions for short and demo pape

Research on Some Key Problems in AC Servo System of Robot Joint (Paperback): Zhang Yi, Wu Jiaxin Research on Some Key Problems in AC Servo System of Robot Joint (Paperback)
Zhang Yi, Wu Jiaxin
R1,563 Discovery Miles 15 630 Ships in 10 - 15 working days
Future Network Architectures and Core Technologies (Hardcover): Ju-long Lan, Yu-xiang Hu, Zhen Zhang, Yi-ming Jiang, Peng Wang,... Future Network Architectures and Core Technologies (Hardcover)
Ju-long Lan, Yu-xiang Hu, Zhen Zhang, Yi-ming Jiang, Peng Wang, …
R4,006 Discovery Miles 40 060 Ships in 10 - 15 working days

This book introduces the background, basic concepts and evolution of computer network development; by comparing and contrasting with the typical network architectures in the market. The book focuses on the architecture and underpinning technologies towards the future in network designs. It also provides a reconfigurable evolutionary network function innovation platform for researches to run experiments on the networks they designed. The contents of this book are novel, informative, and practical — a reflection of the state-of-art development in network architecture. This book is written for engineers and researchers specializing in communications or computer networks. It could also be adopted as a textbook for graduate students majoring in communications, computing, and computer network related disciplines in colleges and universities.

Wide-area Oscillation Identification and Damping Control in Power Systems (Paperback): Chao Lu, Jingyi Zhang, Xinran Zhang, Yi... Wide-area Oscillation Identification and Damping Control in Power Systems (Paperback)
Chao Lu, Jingyi Zhang, Xinran Zhang, Yi Zhao
R1,445 Discovery Miles 14 450 Ships in 10 - 15 working days

While electric vehicles (EVs) are becoming increasingly popular. Their low oil dependency and low emissions will significantly benefit the environment. However, as demand increases for EVs, their prevalence will also lead to two crucial consequences. First, electric vehicles introduce a heavy load impact onto the power grid by shifting energy demand from gasoline to electricity. The surging load is likely to compromise the grid's reliability and jeopardize its power supply quality. Second, charging stations become indispensable infrastructure to support widescale deployment of EVs. EVs will therefore find themselves competing for both power supply and charging stations. Such competition can degrade quality of service and thus compromise the original intent of advocating electric vehicles. Sustainable Transportation with Electric Vehicles investigates smart electric vehicle charging. It focuses jointly on the quality of service for EV users and the stability and reliability of the power grid. It lays out a solution framework that addresses many of the key problems arising from both the lower and upper levels. The proposed solutions are developed mainly using techniques from the optimization, game theory, algorithmic, and scheduling fields.

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